This starts the process of creating a new ASIM schema parser by generating the initial version of the parser based on the requirements gathered. Use this skill when you have gathered all necessary information for the new ASIM parser and are ready to create the initial version of the parser.
MANDATORY guidelines for ANY edit to ANY file under Tools/Solutions Analyzer/ — including the mapper (map_solutions_connectors_tables.py), doc generator (generate_connector_docs.py), interactive docs (generate_interactive_docs.py), ASIM browser, collect_table_info, collect_asim_fields, upload_to_kusto, compare_runs, solution_analyzer_overrides.csv, filter_field_resolution.yaml, or any other script/config in that folder. Use when: editing/modifying/refactoring/fixing/renaming/tweaking ANY logic in those files, even one-line fixes such as renaming a classification, escaping a character, adjusting a regex, adding an override row, suppressing a false positive, or changing a constant. Covers: keeping script-docs in sync, README Version History changelog rules (required for feature/behavior changes; optional for small bug fixes), CSV output sync with upload_to_kusto.py, static/interactive index synchronization, and markdown/HTML entity page synchronization.
Add a first-run guided tour, product walkthrough, coachmarks, or empty-state mock/example data to a Lightdash frontend feature. Use when the user wants to onboard users to a page, add a "Take the tour" flow, explain an unfamiliar UI, or show sample data on an empty page.
Break up a large PR into vertical feature slices delivered incrementally via Graphite stacked PRs.
All verticals share a single feature flag so the entire feature ships atomically.
Use when: splitting a large PR, breaking up a diff, vertical slicing, incremental delivery,
phased rollout, or when a PR is too large to review.
Guides the agent to orchestrate and implement a standalone LiteRT-LM Android demo app with backend selection and multi-modality support using Bazel 9. Use when asked to create a demo app for LiteRT-LM on Android. Don't use for general Android app development without LiteRT-LM, or for building the core library alone without an app.
Use when deprecating, sunsetting, or removing a backend HTTP API endpoint in Lightdash — wiring deprecation logging, deadline/sunset dates, response headers, and Sentry alerting onto a TSOA controller route. Also covers making the deprecation visible on docs.lightdash.com and llms.txt (description lead line, x-mint migration banner). Covers the first-party-caller precondition and the shared deprecation middleware.
This skill provides patterns for working with the data-layer module. Use when creating/editing files in src/data-layer/, src/lib/data/, or adding new data sources.
Designs and reviews REST APIs for FastAPI services using consistent resource naming, HTTP semantics, validation, security, and error handling patterns. Use for backend API tasks, endpoint design/refactors, or API review requests in FastAPI/Python projects.